Argus Digest: test

Scored 11 articles from 150 feeds; 3 included in digest.

Run ID: run-1785138068113

Generated: July 27, 2026 at 03:42 AM ET

Summaries: gemini-flash-lite-latest; enrichment 3/3 succeeded

Source Contribution
Source contribution summary for this digest
SourceTypeIncludedScored28d Digest Rate28d Avg Score28d Hotlist Hit7d Article Age28d Confidence
arXiv CompSci MLresearch16~3%~0.04~0%3.9hLow sample
TechCrunchnews138%0.080%9.6hStable
WSJ Social Economynews122%0.010%6.4hStable
Ars Technical All Newsnews0012%0.100%8.4hStable
BIG by Matt Stollercommentary00Collecting dataCollecting dataCollecting data4.7hCollecting
Berkeley AI Researchresearch00Collecting dataCollecting dataCollecting dataNo recent dataCollecting
Bloomberg Marketsnews001%0.010%6.9hStable
Bogleheads forumnews005%0.040%1.1hStable
FT Alphavillenews00~7%~0.07~0%5.7hLow sample
Guardiannews007%0.130%11.0hStable
Hacker Newscommentary009%0.200%2.0dStable
India Timesnews002%0.010%3.5hStable
Medium AI (keyword)commentary008%0.080%0.9hStable
Medium Artificial Intelligence (keyword)commentary007%0.080%0.8hStable
MyFTnews005%0.040%3.9hStable
NYT front page news007%0.050%6.4hStable
Reddit R/Altcoinnews00Collecting dataCollecting dataCollecting data1.4dCollecting
Reddit R/Ethereumnews00~4%~0.04~0%4.4hLow sample
Seeking Alpha Newscommentary002%0.010%1.3hStable
The Vergenews0012%0.150%7.8hStable
WSJ Tech news007%0.050%7.8hStable
WSJ US Businessnews006%0.040%8.9hStable
Zero Hedgecommentary002%0.020%10.1hStable
arXiv CompSci CLresearch00~4%~0.05~0%3.9hLow sample

Source: arXiv CompSci ML

Type: research

Included: 1

Scored: 6

28d Digest Rate: ~3%

28d Avg Score: ~0.04

28d Hotlist Hit: ~0%

7d Article Age: 3.9h

28d Confidence: Low sample

Source: TechCrunch

Type: news

Included: 1

Scored: 3

28d Digest Rate: 8%

28d Avg Score: 0.08

28d Hotlist Hit: 0%

7d Article Age: 9.6h

28d Confidence: Stable

Source: WSJ Social Economy

Type: news

Included: 1

Scored: 2

28d Digest Rate: 2%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 6.4h

28d Confidence: Stable

Source: Ars Technical All News

Type: news

Included: 0

Scored: 0

28d Digest Rate: 12%

28d Avg Score: 0.10

28d Hotlist Hit: 0%

7d Article Age: 8.4h

28d Confidence: Stable

Source: BIG by Matt Stoller

Type: commentary

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 4.7h

28d Confidence: Collecting

Source: Berkeley AI Research

Type: research

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: No recent data

28d Confidence: Collecting

Source: Bloomberg Markets

Type: news

Included: 0

Scored: 0

28d Digest Rate: 1%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 6.9h

28d Confidence: Stable

Source: Bogleheads forum

Type: news

Included: 0

Scored: 0

28d Digest Rate: 5%

28d Avg Score: 0.04

28d Hotlist Hit: 0%

7d Article Age: 1.1h

28d Confidence: Stable

Source: FT Alphaville

Type: news

Included: 0

Scored: 0

28d Digest Rate: ~7%

28d Avg Score: ~0.07

28d Hotlist Hit: ~0%

7d Article Age: 5.7h

28d Confidence: Low sample

Source: Guardian

Type: news

Included: 0

Scored: 0

28d Digest Rate: 7%

28d Avg Score: 0.13

28d Hotlist Hit: 0%

7d Article Age: 11.0h

28d Confidence: Stable

Source: Hacker News

Type: commentary

Included: 0

Scored: 0

28d Digest Rate: 9%

28d Avg Score: 0.20

28d Hotlist Hit: 0%

7d Article Age: 2.0d

28d Confidence: Stable

Source: India Times

Type: news

Included: 0

Scored: 0

28d Digest Rate: 2%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 3.5h

28d Confidence: Stable

Source: Medium AI (keyword)

Type: commentary

Included: 0

Scored: 0

28d Digest Rate: 8%

28d Avg Score: 0.08

28d Hotlist Hit: 0%

7d Article Age: 0.9h

28d Confidence: Stable

Source: Medium Artificial Intelligence (keyword)

Type: commentary

Included: 0

Scored: 0

28d Digest Rate: 7%

28d Avg Score: 0.08

28d Hotlist Hit: 0%

7d Article Age: 0.8h

28d Confidence: Stable

Source: MyFT

Type: news

Included: 0

Scored: 0

28d Digest Rate: 5%

28d Avg Score: 0.04

28d Hotlist Hit: 0%

7d Article Age: 3.9h

28d Confidence: Stable

Source: NYT front page

Type: news

Included: 0

Scored: 0

28d Digest Rate: 7%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 6.4h

28d Confidence: Stable

Source: Reddit R/Altcoin

Type: news

Included: 0

Scored: 0

28d Digest Rate: Collecting data

28d Avg Score: Collecting data

28d Hotlist Hit: Collecting data

7d Article Age: 1.4d

28d Confidence: Collecting

Source: Reddit R/Ethereum

Type: news

Included: 0

Scored: 0

28d Digest Rate: ~4%

28d Avg Score: ~0.04

28d Hotlist Hit: ~0%

7d Article Age: 4.4h

28d Confidence: Low sample

Source: Seeking Alpha News

Type: commentary

Included: 0

Scored: 0

28d Digest Rate: 2%

28d Avg Score: 0.01

28d Hotlist Hit: 0%

7d Article Age: 1.3h

28d Confidence: Stable

Source: The Verge

Type: news

Included: 0

Scored: 0

28d Digest Rate: 12%

28d Avg Score: 0.15

28d Hotlist Hit: 0%

7d Article Age: 7.8h

28d Confidence: Stable

Source: WSJ Tech

Type: news

Included: 0

Scored: 0

28d Digest Rate: 7%

28d Avg Score: 0.05

28d Hotlist Hit: 0%

7d Article Age: 7.8h

28d Confidence: Stable

Source: WSJ US Business

Type: news

Included: 0

Scored: 0

28d Digest Rate: 6%

28d Avg Score: 0.04

28d Hotlist Hit: 0%

7d Article Age: 8.9h

28d Confidence: Stable

Source: Zero Hedge

Type: commentary

Included: 0

Scored: 0

28d Digest Rate: 2%

28d Avg Score: 0.02

28d Hotlist Hit: 0%

7d Article Age: 10.1h

28d Confidence: Stable

Source: arXiv CompSci CL

Type: research

Included: 0

Scored: 0

28d Digest Rate: ~4%

28d Avg Score: ~0.05

28d Hotlist Hit: ~0%

7d Article Age: 3.9h

28d Confidence: Low sample

Fallback model used
Primary model (gemini-flash-lite-latest) failed: API returned empty content
Fallback: gemini-1.5-flash (google)

Can Apple make smart glasses that aren’t a constant privacy threat?

TechCrunch | neutral | gemini-flash-lite-latest | Published: 17:06 Jul 26, 2026 (Eastern)

According to Bloomberg's Mark Gurman, Apple has delayed the launch target for its upcoming smart glasses to address product development and consumer privacy concerns. The glasses are now expected to be unveiled at the Worldwide Developers Conference in June 2027 and released by the end of that year. Apple reportedly aims to distinguish its device by emphasizing privacy-friendly features, such as on-device processing, the absence of facial recognition, and a lack of reliance on customer recordings for AI training or contractor review.

Keywords: Apple, smart glasses, privacy, technology

How Do AI Coding Agents Contribute to Software Development? an Empirical Study of Agentic Pull Requests

arXiv CompSci ML | neutral | gemini-flash-lite-latest | Published: 00:00 Jul 27, 2026 (Eastern)

This empirical study investigates the role of AI coding agents in software development by analyzing agentic pull requests (PRs) using the AIDev dataset. The research compares merge rates, task distributions, and key characteristics between agentic and human-generated PRs over time, aiming to understand the impact of AI coding agents on software quality and their evolution across the software development lifecycle.

Keywords: AI coding agents, software development, pull requests, empirical study, arXiv

Singapore Central Bank Tightens Again in Surprise Move

WSJ Social Economy | neutral | gemini-flash-lite-latest | Subscription | Published: 23:26 Jul 26, 2026 (Eastern)

The Monetary Authority of Singapore unexpectedly tightened monetary policy to contain inflation risks, despite recent price readings coming in softer than expected.

Keywords: Singapore, Central Bank, Monetary Authority, inflation